Data quality control in longitudinal epidemiologic studies: conditional studentized residuals from linear mixed effects models for outlier detection in the setting of pediatric chronic kidney disease

CONCLUSIONS: This example demonstrated how longitudinal models can provide CSRs to detect individual-specific outliers. CSRs should be considered as part of quality control for longitudinal epidemiologic studies.PMID:37454831 | DOI:10.1016/j.annepidem.2023.07.005

Source: Annals of Epidemiology - July 16, 2023 Category: Epidemiology Authors: Derek K Ng Ankur Patel Christopher Cox Source Type: research